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Aggregation: measureAggregations

Factor

allocated MiB

peak allocated MiB

time_s

cache=n

dps=1

iters=10

policies=100

*mean*	54.616-53.706=0.911
σ	0.351-0.367=-0.016
min	54.481-53.565=0.916
max	55.615-54.751=0.864

*mean*	412.000-416.700=-4.700
σ	0.000-0.483=-0.483
min	412.000-416.000=-4.000
max	412.000-417.000=-5.000

*mean*	0.137-0.140=-0.002
σ	0.007-0.003=0.003
min	0.131-0.136=-0.006
max	0.148-0.146=0.002

cache=y

dps=1

iters=10

policies=100

*mean*	43.786-43.059=0.727
σ	0.005-0.006=-0.001
min	43.778-43.048=0.730
max	43.795-43.067=0.728

*mean*	412.000-417.000=-5.000
σ	0.000
min	412.000-417.000=-5.000
max	412.000-417.000=-5.000

*mean*	0.121-0.123=-0.002
σ	0.005-0.004=0.000
min	0.115-0.118=-0.004
max	0.129-0.129=-0.000

CSV - indexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on indexed

rows=200000

*mean*	36.617
σ	0.002
min	36.615
max	36.620

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	103.650
σ	257.057
min	12.532
max	739.832

iterations=8

operation_display=column_set() on indexed, repeat

rows=200000

*mean*	36.617
σ	0.002
min	36.616
max	36.619

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	14.207
σ	3.049
min	12.158
max	21.680

iterations=8

operation_display=table_records(), no indexes

rows=200000

*mean*	41.930
σ	0.002
min	41.928
max	41.932

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	14.874
σ	0.929
min	13.022
max	15.467

iterations=8

operation_display=table_records(), no indexes, repeat

rows=200000

*mean*	41.930
σ	0.002
min	41.928
max	41.932

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	13.557
σ	1.475
min	12.117
max	15.626

iterations=8

operation_display=table_records(), repeat

rows=200000

*mean*	41.929
σ	0.002
min	41.927
max	41.932

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	13.607
σ	1.687
min	11.094
max	15.172

iterations=8

operation_display=vertical_lookup_list() on indexed, after table_records()

rows=200000

*mean*	27.605
σ	0.002
min	27.603
max	27.607

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	9.207
σ	0.434
min	8.772
max	9.739

iterations=8

operation_display=vertical_lookup_list() on indexed, after table_records(), repeat

rows=200000

*mean*	26.401
σ	0.002
min	26.399
max	26.403

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	6.590
σ	0.330
min	5.933
max	6.927

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed

rows=200000

*mean*	25.666
σ	0.002
min	25.664
max	25.670

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	6.268
σ	0.657
min	5.793
max	7.862

iterations=8

operation_display=vertical_lookup_row_list() on 2 indexed, repeat

rows=200000

*mean*	25.661
σ	0.002
min	25.659
max	25.663

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	5.740
σ	0.696
min	5.097
max	7.333

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed)

rows=200000

*mean*	25.970
σ	0.002
min	25.967
max	25.972

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	5.796
σ	0.702
min	5.319
max	7.488

iterations=8

operation_display=vertical_lookup_row_list() on 3 (1 unindexed), repeat

rows=200000

*mean*	25.968
σ	0.002
min	25.967
max	25.971

*mean*	4285.000
σ	1982.059
min	1549.000
max	7208.000

*mean*	5.681
σ	0.694
min	5.122
max	7.323

CSV - loading a lazy table

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=load_product(), no indexes

rows=200000

*mean*	2524.596
σ	0.002
min	2524.594
max	2524.598

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	1349.135
σ	460.339
min	1034.231
max	2183.596

iterations=8

operation_display=load_product(), with indexes

rows=200000

*mean*	8744.560
σ	0.040
min	8744.545
max	8744.660

*mean*	3590.250
σ	1820.787
min	1068.000
max	5826.000

*mean*	4783.252
σ	1616.506
min	3512.005
max	7058.220

CSV - unindexed operations

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=column_set() on unindexed, dense

rows=200000

*mean*	62.077
σ	0.002
min	62.076
max	62.080

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	81.111
σ	9.806
min	71.868
max	100.623

iterations=8

operation_display=column_set() on unindexed, dense, repeat

rows=200000

*mean*	62.077
σ	0.002
min	62.076
max	62.080

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	81.524
σ	9.506
min	72.004
max	98.766

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int

rows=200000

*mean*	40.945
σ	0.002
min	40.943
max	40.947

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	103.675
σ	6.956
min	89.729
max	108.269

iterations=8

operation_display=vertical_lookup_list() on unindexed missing Int, repeat

rows=200000

*mean*	40.945
σ	0.002
min	40.944
max	40.948

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	103.584
σ	6.997
min	89.258
max	108.128

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end

rows=200000

*mean*	40.951
σ	0.002
min	40.949
max	40.953

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	105.455
σ	7.392
min	92.100
max	112.716

iterations=8

operation_display=vertical_lookup_list() on unindexed unique Int near end, repeat

rows=200000

*mean*	40.950
σ	0.002
min	40.949
max	40.954

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	103.853
σ	7.148
min	89.490
max	108.592

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int

rows=200000

*mean*	66.686
σ	0.001
min	66.686
max	66.689

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	229.247
σ	196.457
min	141.095
max	714.874

iterations=8

operation_display=vertical_lookup_row_list() on unindexed small unique Int, repeat

rows=200000

*mean*	66.687
σ	0.002
min	66.685
max	66.690

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	155.847
σ	14.548
min	128.312
max	167.041

CSV - warmup

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=table_records()

rows=200000

*mean*	11656.833
σ	4.318
min	11655.305
max	11667.520

*mean*	4168.750
σ	1904.522
min	1549.000
max	7208.000

*mean*	6715.784
σ	1276.509
min	4889.397
max	8043.558

iterations=8

operation_display=vertical_lookup_list() on indexed

rows=200000

*mean*	11560.066
σ	0.002
min	11560.064
max	11560.069

*mean*	7208.000
σ	0.000
min	7208.000
max	7208.000

*mean*	5532.651
σ	1287.370
min	4358.810
max	7780.410

CSV internal benchmark: pointedIndexFromKvs

Factor

allocated MiB

peak allocated MiB

time (ms)

iterations=8

operation_display=pointedIndexFromKvs

rows=200000

*mean*	172.664
σ	0.009
min	172.644
max	172.671

*mean*	485.000
σ	0.000
min	485.000
max	485.000

*mean*	398.145
σ	18.812
min	366.808
max	418.444

iterations=8

operation_display=pointedIndexFromKvs

rows=400000

*mean*	357.462
σ	0.150
min	357.321
max	357.634

*mean*	561.000
σ	0.000
min	561.000
max	561.000

*mean*	766.032
σ	71.356
min	623.944
max	809.927

Marine Hull: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

datapoints=1

iterations=20

*mean*	1008.084-1005.105=2.979
σ	0.761-0.888=-0.127
min	1007.611-1004.637=2.974
max	1011.229-1008.782=2.447

*mean*	7208.000-1055.100=6152.900
σ	0.000-321.597=-321.597
min	7208.000-553.000=6655.000
max	7208.000-1632.000=5576.000

*mean*	1.513-1.628=-0.115
σ	0.122-0.090=0.032
min	1.392-1.556=-0.163
max	1.800-1.879=-0.078

Parser: Comma Sep

Factor

allocated MiB

peak allocated MiB

time (ms)

name=ambiguous_item.art

*mean*	0.883
σ	0.002
min	0.881
max	0.886

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.417-0.418=-0.001
σ	0.119-0.135=-0.017
min	0.347-0.335=0.012
max	0.628-0.658=-0.030

name=error_case.art

*mean*	2.333
σ	0.003
min	2.332
max	2.337

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.887-0.878=0.009
σ	0.103-0.086=0.016
min	0.806-0.830=-0.024
max	1.062-1.031=0.031

name=heavy_item.art

*mean*	1.521
σ	0.002
min	1.520
max	1.524

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.547-0.542=0.005
σ	0.073-0.057=0.016
min	0.488-0.485=0.003
max	0.660-0.636=0.024

name=nested_use.art

*mean*	2.356-2.355=0.000
σ	0.002-0.002=-0.000
min	2.355
max	2.358

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.826-0.840=-0.015
σ	0.044-0.039=0.004
min	0.789-0.808=-0.020
max	0.895-0.904=-0.009

Parser: Real World

Factor

allocated MiB

peak allocated MiB

time (sec)

name=aon_gpf25_7k_loc.art

*mean*	963.549-963.554=-0.005
σ	0.033-0.026=0.007
min	963.523-963.535=-0.012
max	963.605-963.599=0.006

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.745-0.827=-0.082
σ	0.073-0.039=0.033
min	0.641-0.773=-0.131
max	0.806-0.860=-0.054

name=cdr_enhanced_4k_loc.art

*mean*	884.856-884.853=0.003
σ	0.007-0.008=-0.001
min	884.847
max	884.863-884.866=-0.003

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.700-0.713=-0.012
σ	0.057-0.065=-0.008
min	0.606-0.596=0.010
max	0.749-0.746=0.003

Parser: Record Parsing

Factor

allocated MiB

peak allocated MiB

time (ms)

name=record_render_large_success.art

*mean*	7.706-7.706=-0.000
σ	0.002-0.002=-0.000
min	7.705
max	7.709-7.712=-0.003

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	4.280-4.266=0.014
σ	0.094-0.067=0.027
min	4.146-4.148=-0.001
max	4.862-4.538=0.324

name=record_render_large_syntax_err.art

*mean*	7.655-7.655=0.000
σ	0.002-0.002=0.000
min	7.654
max	7.661-7.658=0.003

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	4.272-4.265=0.007
σ	0.070-0.069=0.001
min	4.148-4.144=0.004
max	4.521-4.636=-0.114

name=record_render_success.art

*mean*	2.288
σ	0.002
min	2.287
max	2.291

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.756-0.745=0.011
σ	0.024-0.016=0.008
min	0.712-0.717=-0.005
max	0.892-0.863=0.030

name=record_render_syntax_err.art

*mean*	2.163
σ	0.002
min	2.163
max	2.166

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.708-0.703=0.005
σ	0.017-0.016=0.002
min	0.669-0.678=-0.008
max	0.807-0.803=0.004

SoV import

Factor

allocated MiB

peak allocated MiB

time_s

iters=10

rows=1000

*mean*	297.539-294.342=3.197
σ	0.221-0.279=-0.058
min	297.384-294.065=3.319
max	298.128-295.075=3.053

*mean*	7208.000-1974.000=5234.000
σ	0.000
min	7208.000-1974.000=5234.000
max	7208.000-1974.000=5234.000

*mean*	0.552-0.570=-0.018
σ	0.043-0.067=-0.024
min	0.498-0.495=0.004
max	0.610-0.717=-0.107

Workflow: transactPolicy

Factor

allocated MiB

peak allocated MiB

time

iters=5

new-facts=1

prior-facts=1

*mean*	289.725-281.493=8.232
σ	0.032-0.036=-0.004
min	289.683-281.453=8.230
max	289.769-281.529=8.240

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.390-0.379=0.010
σ	0.001-0.001=-0.000
min	0.389-0.378=0.011
max	0.391-0.380=0.011

iters=5

new-facts=1

prior-facts=6402

*mean*	1299.648-1291.479=8.169
σ	0.113-0.117=-0.003
min	1299.503-1291.352=8.151
max	1299.773-1291.646=8.127

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	1.865-1.928=-0.064
σ	0.053-0.109=-0.056
min	1.821-1.788=0.033
max	1.943-2.046=-0.102

iters=5

new-facts=6402

prior-facts=1

*mean*	1542.643-1534.344=8.299
σ	4.032-4.031=0.002
min	1540.614-1532.322=8.292
max	1549.848-1541.543=8.305

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	2.364-2.349=0.016
σ	0.200-0.263=-0.063
min	2.115-2.093=0.022
max	2.607-2.705=-0.098

iters=5

new-facts=6402

prior-facts=6402

*mean*	1861.613-1853.374=8.239
σ	0.087-0.078=0.009
min	1861.499-1853.284=8.216
max	1861.723-1853.469=8.254

*mean*	7208.000-1802.800=5405.200
σ	0.000-168.869=-168.869
min	7208.000-1632.000=5576.000
max	7208.000-1974.000=5234.000

*mean*	2.851-3.253=-0.402
σ	0.025-0.334=-0.309
min	2.812-2.892=-0.080
max	2.875-3.656=-0.781

newProductH/cdr_auton/broker

Factor

time_s

iterations=5

*mean*	1.469-1.424=0.045
σ	0.237-0.305=-0.068
min	1.205-1.102=0.103
max	1.748-1.873=-0.125

policy addition benchmark

Factor

allocated MiB

db queries

peak allocated MiB

time

policies=2

*mean*	446.149-442.429=3.720
σ	577.063-577.063=0.000
min	157.616-153.895=3.721
max	1311.744-1308.024=3.720

*mean*	96.250
σ	8.500
min	92.000
max	109.000

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	0.551-0.521=0.031
σ	0.565-0.515=0.050
min	0.267-0.261=0.006
max	1.398-1.293=0.105

policies=20

*mean*	1576.428-1539.224=37.204
σ	0.355-0.321=0.034
min	1576.188-1538.999=37.190
max	1576.955-1539.700=37.255

*mean*	920.000
σ	0.000
min	920.000
max	920.000

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	2.642-2.573=0.068
σ	0.037-0.016=0.021
min	2.603-2.554=0.049
max	2.690-2.589=0.101

policies=200

*mean*	15772.307-15400.365=371.942
σ	0.079-0.085=-0.006
min	15772.230-15400.270=371.960
max	15772.416-15400.467=371.949

*mean*	9200.000
σ	0.000
min	9200.000
max	9200.000

*mean*	7208.000-1632.000=5576.000
σ	0.000
min	7208.000-1632.000=5576.000
max	7208.000-1632.000=5576.000

*mean*	26.635-25.961=0.674
σ	0.132-0.075=0.057
min	26.459-25.862=0.597
max	26.763-26.035=0.728